DDATA ATLAS
Sites / DATA STORY

Programmatic pages by entity

Create individual pages for each entity using the available historical data.

Observations1,166
Entities122
Periods23
Range1996–2018
WATCH / DATA STORY

Watch this data story in motion

A short, source-backed visualization. The muted preview loops automatically.

interpolated_bar_chart_race

Open or download the video

01 / Key finding

Largest Technicians in R&D (per million people) increase

Rwanda increased by 4429.45% entre 2008 e 2016.

Verifiable findings

What the analysis found

Patterns calculated from the records, without inferring causation.

5 signals
Growth

Largest Technicians in R&D (per million people) increase

Rwanda increased by 4429.45% entre 2008 e 2016.

RwandaTechnicians in R&D (per million people)2016
Decline

Largest Technicians in R&D (per million people) decline

Angola declined by 85.32% entre 2011 e 2016.

AngolaTechnicians in R&D (per million people)2016
Historical series

Technicians in R&D (per million people) historical series

The dataset contains 23 periods and 122 entities for Technicians in R&D (per million people). This supports historical series, rankings, and comparisons.

Technicians in R&D (per million people)
Highest value

Highest Technicians in R&D (per million people) value

Luxembourg had the highest Technicians in R&D (per million people) value: 3,766.86.

LuxembourgTechnicians in R&D (per million people)2003
Lowest value

Lowest Technicians in R&D (per million people) value

Rwanda had the lowest Technicians in R&D (per million people) value: 0.13.

RwandaTechnicians in R&D (per million people)2008
02 / Change over time

How the data changes over time

Separate lines by entity, highlighting the five largest in the latest period.

Technicians in R&D (per million people)
Technicians in R&D (per million people) by Entity19962018
AustriaCzechiaIcelandLuxembourgSwitzerland
Explore

Profiles by entity

Up to 100 series
03 / Transparency

Explore the records

A table sample from the dataset used in this story.

50 of 1166 rows
Search by entity, period, or value
EntityCodeYearTechnicians in R&D (per million people)
AlbaniaALB200839.96433
AlgeriaDZA200534.20843
AlgeriaDZA201741.86166
AngolaAGO201135.4243
AngolaAGO20165.20066
ArgentinaARG1997159.91058
ArgentinaARG1998170.72683
ArgentinaARG1999156.49672
ArgentinaARG2000158.28249
ArgentinaARG2001166.62351
ArgentinaARG2002161.13902
ArgentinaARG2003168.76765
ArgentinaARG2004180.99878
ArgentinaARG2005200.24204
ArgentinaARG2006207.45801
ArgentinaARG2007194.83778
ArgentinaARG2008205.4882
ArgentinaARG2009227.03476
ArgentinaARG2010247.45846
ArgentinaARG2011272.47976
ArgentinaARG2012307.17135
ArgentinaARG2013320.69368
ArgentinaARG2014318.78033
ArgentinaARG2015326.07927
ArgentinaARG2016328.60276
ArgentinaARG2017349.52207
ArgentinaARG2018398.051
AustraliaAUS1996814.21598
AustraliaAUS1998795.87794
AustraliaAUS2000819.47485
AustraliaAUS2002961.32396
AustraliaAUS2004885.3275
AustraliaAUS20061017.79166
AustraliaAUS20081136.46069
AustriaAUT1998984.82163
AustriaAUT20021253.18216
AustriaAUT20041468.56351
AustriaAUT20061788.90602
AustriaAUT20071957.95224
AustriaAUT20091995.61358
AustriaAUT20112168.99483
AustriaAUT20132373.68529
AustriaAUT20152579.54569
AustriaAUT20172648.10229
BahrainBHR201417.2146
BelgiumBEL1996938.84187
BelgiumBEL1997971.23698
BelgiumBEL19981004.89397
BelgiumBEL19991061.92619
BelgiumBEL20001403.22814